Modeling 2-D spatial variation in slope reliability analysis using interpolated autocorrelations

被引:133
作者
Ji, J. [1 ]
Liao, H. J. [2 ]
Low, B. K. [1 ]
机构
[1] Nanyang Technol Univ, Sch Civil & Environm Engn, Singapore 639798, Singapore
[2] Xi An Jiao Tong Univ, Sch Human Settlement & Civil Engn, Xian 710049, Shaanxi Provinc, Peoples R China
关键词
Slope reliability; 2-D spatial variation; Limit equilibrium method; FORM; Monte Carlo simulation; Autocorrelation distance; STABILITY ANALYSIS; DESIGN; INDEX; ALGORITHM; SEARCH;
D O I
10.1016/j.compgeo.2011.11.002
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper deals with slope reliability analysis incorporating two-dimensional spatial variation. Two methods, namely the method of autocorrelated slices and the method of interpolated autocorrelations, are proposed for this purpose. Investigations are carried out based on the limit equilibrium method of slices. First-order-reliability-method (FORM) is coupled with deterministic slope stability analysis using the constrained optimization approach. Systematic search for the probabilistic critical slip surface has been carried out in this study. It is shown that both methods work well in modeling 2-D spatial variation. The results of slope reliability analysis are validated by Monte Carlo simulations. Failure probabilities obtained by FORM agree well with simulation results. It is found that 2-D spatial variation significantly influences the reliability analysis, and that the reliability index is more sensitive to vertical autocorrelation distance than to horizontal autocorrelation distance. Based on this study, failure probability is found significantly overestimated when spatial variation is ignored. Finally, the possible use of the method of interpolated autocorrelations in a probabilistic finite element analysis is suggested. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:135 / 146
页数:12
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